Machine Learning Engineer
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Job Location:
Monthly Salary:
Posted on:
4 days ago
Vacancies:
1 Vacancy
Job Summary
Req ID:504969
At Alstom we understand transport networks and what moves people. From high-speed trains metros monorails and trams to turnkey systems services infrastructure signalling and digital mobility we offer our diverse customers the broadest portfolio in the industry. Every day 80000 colleagues lead the way to greener and smarter mobility worldwide connecting cities as we reduce carbon and replace cars.
Mission
Contribute to Alstoms Data Science and AI programs by developing testing validating and industrializing data-driven solutions in the mobility domain. The primary goal is to design deploy and maintain AI/ML software modules that enhance customer performance and experience through advanced analytics simulations and domain expertise.
Key Responsibilities
Architect and Develop AI/ML Pipelines:
- Design and implement large-scale production-grade AI/ML pipelines using appropriate tools and algorithms.
- Lead the full end-to-end ML lifecycle: model development deployment monitoring and optimization for both on-prem and cloud environments.
Data Solution Design and Management:
- Define develop and sustain data solutions including storage processing units and user interfaces for industrial-grade applications.
- Build multi-tenant data collectors and storage systems.
- Implement streaming and batch data processing for near-real-time flows.
Data Modeling and Quality:
- Design scalable data models (SQL and NoSQL).
- Assess and improve data quality across incoming data flows.
- Apply data management and security best practices.
Analytics and Visualization:
- Develop customizable analytical dashboards for stakeholders.
- Ensure strong testing and quality assurance practices throughout development.
Innovation and Technology Evaluation:
- Stay updated on emerging technologies and evaluate opportunities for integration.
- Contribute to continuous improvement of AI/ML solutions and processes.
Qualifications
Education: Masters or Ph.D. in Computer Science Data Engineering Machine Learning or related field.
Experience:
- Proven experience in designing and deploying AI/ML solutions at scale.
- Strong background in data engineering and pipeline development.
- Hands-on experience with cloud platforms (AWS Azure GCP) and on-prem solutions.
Technical Skills:
- Proficiency in Python SQL and NoSQL databases.
- Experience with ML frameworks (TensorFlow PyTorch Scikit-learn).
- Knowledge of data streaming tools (Kafka Spark) and containerization (Docker Kubernetes).
- Experience working with Microsoft solutions and Databricks is a plus
- Familiarity with CI/CD and MLOps practices.
Soft Skills:
- Strong problem-solving and analytical mindset.
- Ability to work collaboratively in cross-functional teams.
- Excellent communication and documentation skills.
Alstom is the leading company in the mobility sector solving the most interesting challenges for tomorrows mobility. Thats why we value inquisitive and innovative people who are passionate about working together to reinvent mobility making it smarter and more sustainable. Day after day we are building an agile inclusive and responsible culture where a diverse group of people are offered opportunities to learn grow and advance in their careers with options across functions and geographic locations. Are you ready to join a truly international community of great people on a challenging journey with a tangible impact and purpose
Equal opportunity statement:
Alstom is an equal opportunity employer committed to creating an inclusive working environment where all our employees are encouraged to reach their full potential and individual differences are valued and respected. All qualified applicants are considered for employment without regard to race colour religion gender sexual orientation gender identity age national origin disability status or any other characteristic protected by local law.
Required Experience:
IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
Leading the way to greener and smarter mobility worldwide, Alstom develops and markets integrated systems that provide the sustainable foundations for the future of transportation.
